Zeroth-OrderNon-ConvexLearningviaHierarchicalDualAveragingAmélieHéliou1MatthieuMartin1PanayotisMertikopoulos21ThibaudRahier1Abstractalsorequiresthattheproblem’sobjectiveremainstationaryduringthe...
AZeroth-OrderBlockCoordinateDescentAlgorithmforHuge-ScaleBlack-BoxOptimizationHanQinCai1YuchenLou2DanielMckenzie1WotaoYin3Abstractandonlinemarketing(Flaxmanetal.,2005).Lately,algo-rithmsforzeroth-o...
CanStochasticZeroth-OrderFrank-WolfeMethodConvergeFasterforNon-ConvexProblems?HongchangGao1HengHuang12Abstractwhere⌦⇢Rddenotesaclosedconvexfeasibleset,eachcomponentfunctionfiissmoothandnon-convex...
ImprovedZeroth-OrderVarianceReducedAlgorithmsandAnalysisforNonconvexOptimizationKaiyiJi1ZheWang1YiZhou2YingbinLiang1Abstract1.IntroductionTwotypesofZeroth-OrderstochasticalgorithmsZeroth-Orderoptim...